Triple
T7374635
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Université Saint-Joseph de Beyrouth |
E170092
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object | Nabih Berri |
E595167
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Nabih Berri | Statement: [Université Saint-Joseph de Beyrouth, hasNotableAlumni, Nabih Berri]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nabih Berri Context triple: [Université Saint-Joseph de Beyrouth, hasNotableAlumni, Nabih Berri]
-
A.
Nabih Berri
chosen
Nabih Berri is a long-serving Lebanese politician and Speaker of the Parliament, known as a central Shia leader and influential power broker in Lebanon’s post-civil war politics.
-
B.
Fayez al-Tarawneh
Fayez al-Tarawneh was a Jordanian politician and diplomat who twice served as prime minister and held several key governmental and ambassadorial posts.
-
C.
Rafiq al-Natsheh
Rafiq al-Natsheh is a Palestinian politician who has held senior leadership roles in Palestinian governance and within the Fatah movement.
-
D.
Michael Boulos
Michael Boulos is a Lebanese-American business executive and heir to the Nigeria-based conglomerate Boulos Enterprises, known publicly as the husband of Tiffany Trump.
-
E.
Beji Caid Essebsi
Beji Caid Essebsi was a Tunisian lawyer and politician who led the country’s democratic transition after the 2011 revolution and became its first freely elected president.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c68a5bfaac81909ce7f001dfb70c76 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f1a6643c81909d626c8b6a7a11fd |
completed | March 27, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802ce8e408190946637d04083521c |
completed | March 28, 2026, 4:33 p.m. |
Created at: March 27, 2026, 3:07 p.m.